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BigGo Finance reports field test finds AI vulnerability research works best with human guidance
A months-long field test presented by web-security researcher James Kettle found that AI struggled to invent novel attack paths independently but became highly productive when guided by an experienced human. BigGo Finance reports that the work produced a previously unstudied vulnerability domain, though the…finance.biggo.comInovasi
MolEmb uses multimodal language models for context-aware molecular embeddings
A new paper presents MolEmb, a framework that adapts multimodal large language models to produce molecular embeddings conditioned on both molecular information and natural-language context.arxiv.orgKeamanan
Position paper argues AI agents can erode the human oversight they rely on
A new arXiv position paper argues that giving AI agents more autonomy may weaken the human judgment needed to supervise them effectively.arxiv.orgIndustri
More than $250 million invested in Irish AI firms during first half of 2026, Irish Times reports
More than $250 million was invested in Irish artificial-intelligence companies during the first half of 2026, according to an EY Ireland report cited by The Irish Times, with funding spanning healthcare, quantum computing, space technology and AI infrastructure.irishtimes.comInovasi
Mezha reports Accelerated Understanding model processed 5 trillion data points in one query
Mezha, citing Reuters, reports that Accelerated Understanding unveiled a physics-focused AI model based on neural operators rather than Transformers. The founders say it processed 5 trillion data points in one query, though the supplied material contains no independent technical verification.mezha.netInovasi
MARS paper reports higher competitive-programming pass rates by routing tasks among specialist LLMs
A new preprint describes MARS, a prompt-only system that assigns programming problems to topic-specialist language models and reports a 14.4-percentage-point gain over direct prompting on CodeContests.arxiv.orgInovasi
Benchmark finds vision-language models struggle to identify ambiguous targets through dialogue
A new benchmark reports that large vision-language models perform well below human baselines when they must identify visual targets through incomplete descriptions and interaction.arxiv.orgKeamanan
ChosunBiz reports Microsoft security executive says multi-agent AI improves vulnerability detection
ChosunBiz reports that Microsoft corporate vice president Kim Tae-su said multi-agent workflows can find and verify software vulnerabilities more efficiently than a single AI system. The report describes results from DARPA’s AI Cyber Challenge and Microsoft’s MDASH system, but the claims have not been independently…biz.chosun.comIndustri
Groq mengatakan akan menerapkan Nvidia Groq 3 LPX dan Vera Rubin NVL72 untuk inferensi AI
Groq mengatakan pihaknya bekerja sama dengan Dell Technologies untuk menerapkan sistem Nvidia Groq 3 LPX dan Vera Rubin NVL72 di cloud inferensinya, sehingga menjanjikan respons yang lebih cepat untuk beban kerja AI agen dan konteks besar. Perusahaan belum memberikan tanggal penerapan, daftar pelanggan, atau validasi independen atas klaim kinerja.groq.com
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